A Machine Learning Model for Predicting In-Hospital Mortality in Chinese Patients With ST-Segment Elevation Myocardial Infarction: Findings From the China Myocardial Infarction Registry

• Main Authors: Jingang Yang (Author), Yingxue Li (Author), Xiang Li (Author), Shuiying Tao (Author), Yuan Zhang (Author), Tiange Chen (Author), Guotong Xie (Author), Haiyan Xu (Author), Xiaojin Gao (Author), Yuejin Yang (Author)
• Format: Book
• Published: JMIR Publications, 2024-07-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundMachine learning (ML) risk prediction models, although much more accurate than traditional statistical methods, are inconvenient to use in clinical practice due to their nontransparency and requirement of a large number of input variables. ObjectiveWe aimed to develop a precise, explainabl...